Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm

10 April 2018

Papers citing "Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm"

22 / 22 papers shown

Title
MNT-TNN: Spatiotemporal Traffic Data Imputation via Compact Multimode Nonlinear Transform-based Tensor Nuclear Norm Yihang Lu Mahwish Yousaf Xianwei Meng Enhong Chen 55 0 0 29 Mar 2025
JotlasNet: Joint Tensor Low-Rank and Attention-based Sparse Unrolling Network for Accelerating Dynamic MRI Yinghao Zhang Haiyan Gui Ningdi Yang Yue Hu 78 0 0 17 Feb 2025
Learnable Scaled Gradient Descent for Guaranteed Robust Tensor PCA Lanlan Feng Ce Zhu Yipeng Liu Saiprasad Ravishankar Longxiu Huang 51 0 0 20 Jan 2025
Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation Bo Han Yuheng Jia Hui Liu Junhui Hou 40 0 0 24 Oct 2024
DeepMpMRI: Tensor-decomposition Regularized Learning for Fast and High-Fidelity Multi-Parametric Microstructural MR Imaging Wenxin Fan Jian Cheng Qiyuan Tian Xinrui Ma Jing Yang J. Zou Shanshan Wang MedIm 51 1 0 06 May 2024
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent Zhiyu Liu Zhi Han Yandong Tang Xi-Le Zhao Yao Wang 62 1 0 22 Jan 2024
Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization Canyi Lu Jiashi Feng Yudong Chen Wen Liu Zhouchen Lin Shuicheng Yan 28 482 0 14 Aug 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 42 167 0 08 Mar 2017
Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling Maria-Florina Balcan Hongyang R. Zhang 94 37 0 01 Dec 2016
Homotopy Analysis for Tensor PCA Anima Anandkumar Yuan-bei Deng Rong Ge H. Mobahi 44 43 0 28 Oct 2016
Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations Anima Anandkumar Prateek Jain Yang Shi U. Niranjan 50 83 0 15 Oct 2015
Exact tensor completion using t-SVD Zemin Zhang Shuchin Aeron 39 555 0 16 Feb 2015
Generalized Singular Value Thresholding Canyi Lu Changbo Zhu Chunyan Xu Shuicheng Yan Zhouchen Lin 42 205 0 06 Dec 2014
Novel methods for multilinear data completion and de-noising based on tensor-SVD Zemin Zhang G. Ely Shuchin Aeron Ning Hao M. Kilmer 72 690 0 07 Jul 2014
Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning Zhouchen Lin Risheng Liu Zhixun Su 30 193 0 18 Oct 2013
Incoherence-Optimal Matrix Completion Yudong Chen 86 205 0 01 Oct 2013
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery Cun Mu Bo Huang John N. Wright D. Goldfarb 82 307 0 22 Jul 2013
Tensor-based formulation and nuclear norm regularization for multi-energy computed tomography O. Semerci Ning Hao M. Kilmer Eric L. Miller MedIm 37 350 0 19 Jul 2013
A New Convex Relaxation for Tensor Completion Bernardino Romera-Paredes Massimiliano Pontil 37 179 0 17 Jul 2013
Fixed-Rank Representation for Unsupervised Visual Learning Risheng Liu Zhouchen Lin Fernando de la Torre Zhixun Su CML SSL 45 161 0 09 Mar 2012
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 80 3,211 0 14 Oct 2010
Estimation of low-rank tensors via convex optimization Ryota Tomioka K. Hayashi H. Kashima 107 208 0 05 Oct 2010